Data.AI is a mobile market intelligence and app performance analytics platform that provides modeled estimates of downloads, revenue, active users, and category rankings across iOS and Android to support competitive benchmarking and portfolio analysis.
Published Sep 26, 2026
G2 listings show a well rated profile, but the specific listing became inaccessible during verification, limiting direct quoting from G2.
Data.ai has published an annual “State of Mobile” report and related market forecasts. Vendor-published figures have included estimates such as consumer spending and total hours spent. These numbers are derived from proprietary methodologies.
Critical evaluation:
Sensor Tower announced that core datasets across the two platforms were unified, with vendor statements describing expanded coverage and taxonomy changes.
Critical evaluation:
Publicly accessible third-party implementation case studies with detailed time-to-value, cost breakdowns, and independent validation were limited in this research pass.
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Positioning: an enterprise-focused mobile intelligence offering. Reviews and press commonly characterize pricing as relatively high and oriented toward mid-market and enterprise buyers.
Get a comprehensive analysis of Data.AI including market position, competitive landscape, adoption trends, and peer benchmarks.
Download full report →Organizations with small teams or single-app developers: Review signals indicate the full product may not be cost-effective for single-app use cases and the free tier is limited.
If turnkey integrations and easy exporting are required: Multiple reviewers describe export and integration friction. Teams relying on automated pipelines should evaluate API availability and engineering effort required.
Organizations highly sensitive to historical vendor governance issues: The 2021 enforcement action involving the prior App Annie entity is a material historical event; some procurement teams may consider this disqualifying.
If the primary need is ASO-only tooling: ASO-focused vendors may provide clearer pricing and faster ROI for keyword tracking and review monitoring.
If immediate access to public security/compliance documentation is required: Publicly accessible SOC 2 or ISO documentation was not found in the sources reviewed; procurement may need to request these documents explicitly.
Capterra indicates a well rated profile based on a limited review volume.
Summary of reviewer sentiment (paraphrased):
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Reddit discussions show two patterns:
Interpretation: This does not indicate the vendor is fraudulent; it indicates brand-name abuse by third parties and ongoing debates about modeled-estimate reliability. For enterprise buyers, this primarily represents a reputational and vendor-verification issue (verify domains, authorized contacts, and contractual terms).
Data.ai (historically known as App Annie) is a mobile market intelligence and app performance analytics platform used to estimate and analyze metrics such as downloads, revenue, active users/usage, category rankings, and competitive benchmarks across iOS/Android and geographies. It is commonly used for:
Data.ai was acquired by Sensor Tower and is sometimes listed as “data.ai by Sensor Tower” on review sites. Sensor Tower indicated the platforms would remain available as standalone offerings for the near term, and later announced that core datasets across the two platforms were unified.